#!/usr/bin/env python3 # This Source Code Form is subject to the terms of the Mozilla Public # License, v. 2.0. If a copy of the MPL was not distributed with this # file, You can obtain one at http://mozilla.org/MPL/2.0/. import markovify from bs4 import BeautifulSoup import re, multiprocessing, sqlite3, shutil, os, json cfg = json.load(open('config.json')) def make_sentence(output): class nlt_fixed(markovify.NewlineText): #modified version of NewlineText that never rejects sentences def test_sentence_input(self, sentence): return True #all sentences are valid <3 shutil.copyfile("toots.db", "toots-copy.db") #create a copy of the database because reply.py will be using the main one db = sqlite3.connect("toots-copy.db") db.text_factory = str c = db.cursor() if cfg['learn_from_cw']: toots = c.execute("SELECT content FROM `toots` ORDER BY RANDOM() LIMIT 10000").fetchall() else: toots = c.execute("SELECT content FROM `toots` WHERE cw = 0 ORDER BY RANDOM() LIMIT 10000").fetchall() toots_str = "" for toot in toots: # TODO: find a more efficient way to do this toots_str += "\n{}".format(toot[0]) model = nlt_fixed(toots_str) toots_str = None db.close() os.remove("toots-copy.db") sentence = None tries = 0 while sentence is None and tries < 10: sentence = model.make_short_sentence(500, tries=10000) tries = tries + 1 # optionally remove mentions if cfg['mention_handling'] == 1: sentence = re.sub(r"^\S*@\u200B\S*\s?", "", sentence) elif cfg['mention_handling'] == 0: sentence = re.sub(r"\S*@\u200B\S*\s?", "", sentence) output.send(sentence) def make_toot(force_markov = False, args = None): return make_toot_markov() def make_toot_markov(query = None): tries = 0 toot = None while toot == None and tries < 10: #try to make a toot 10 times pin, pout = multiprocessing.Pipe(False) p = multiprocessing.Process(target = make_sentence, args = [pout]) p.start() p.join(10) #wait 10 seconds to get something if p.is_alive(): #if it's still trying to make a toot after 10 seconds p.terminate() p.join() toot = None tries = tries + 1 #give up, and increment tries by one else: toot = pin.recv() if toot == None: #if we've tried and failed ten times, just give up toot = "Toot generation failed! Contact Lynne (lynnesbian@fedi.lynnesbian.space) for assistance." return { "toot": toot, "media": None } def extract_toot(toot): toot = toot.replace("'", "'") #convert HTML stuff to normal stuff toot = toot.replace(""", '"') #ditto soup = BeautifulSoup(toot, "html.parser") for lb in soup.select("br"): #replace
with linebreak lb.insert_after("\n") lb.decompose() for p in soup.select("p"): #ditto for

p.insert_after("\n") p.unwrap() for ht in soup.select("a.hashtag"): #make hashtags no longer links, just text ht.unwrap() for link in soup.select("a"): #ocnvert